{"id":"W3105475479","doi":"10.1002/adfm.202007598","title":"Polymer‐Based Solid Electrolytes: Material Selection, Design, and Application","year":2020,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":402,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Flexibility (engineering); Materials science; Lithium (medication); Polymer electrolytes; Electrolyte; Fast ion conductor; Polymer; Solid-state; Energy density; Nanotechnology; Computer science; Process engineering; Ionic conductivity; Engineering physics; Engineering; Composite material; Electrode; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945004,0.0007604815,0.0003093627,0.0006810348,0.0001775598,0.0006789677,0.0003546792,0.0005706613,0.001084092],"category_scores_gemma":[0.0003273932,0.0003559825,0.0002205262,0.0007406274,0.0002386652,0.00110194,0.0003924645,0.0006725935,0.001037697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225595,"about_ca_system_score_gemma":0.0003222933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001997284,"about_ca_topic_score_gemma":0.0003436632,"domain_scores_codex":[0.9998744,0.0000156613,0.00001918333,0.00003698226,0.00003877885,0.00001503904],"domain_scores_gemma":[0.999928,0.00001567296,0.00001713723,0.000004469845,0.00002543488,0.000009303953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001668782,0.0001426242,0.0004587385,0.004281693,0.00005699728,0.000418779,0.0001070308,0.002520744,0.7588988,0.02209692,0.003013707,0.207837],"study_design_scores_gemma":[0.00003754615,0.0005011928,0.0004546523,0.0002824047,0.00005941232,0.0006332982,0.00005660762,0.004632719,0.7922903,0.002872025,0.1981318,0.00004802047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2353366,0.6330742,0.08645161,0.001358315,0.001245821,0.000485519,0.0009202915,0.0006798877,0.04044783],"genre_scores_gemma":[0.5051717,0.4260595,0.05271241,0.0006093748,0.0003315109,0.0004345985,0.0007644752,0.0001146983,0.0138017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001084092,"threshold_uncertainty_score":0.003626645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009429400777710479,"score_gpt":0.2030841568246918,"score_spread":0.1936547560469813,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}